MouadBH/offensive-darija

Check the link. # offensive-darija Flask App to consume a Machine Learning model and classify between offensive and no offensive language by writing a sentence. ## Technologies * Flask * keras * tensorflow * scikit-learn * pandas * NLTK ## Deployment You can either use virtual environments or Docker containers: ### Virtual Environment using Bash 1. Creation of a virtual environments done by executing the command venv 2. Command to activate virtual environment 3. Install dependencies 4. List the libraries installed on your environment 5. Do your work! 6. When you are done, the command to deactivate virtual environment ``` $ python3 -m venv env/ $ source env/bin/activate (env) $ pip install -r requirements.txt (env) $ pip freeze (env) $ ... (env) $ deactivate ``` ### Docker Build image with Docker Compose using the Makefile's command: ``` $ make build ``` Run the image to start the mongo and web containers: ``` $ make run ``` ## Authors * **Mouad Boulahdoud** * **Hassan Ait Baha** ### Sponsor This project sponsored by tea 🥃 & msemen 🧇.